The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-02-06"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "105764730 (up from 105392577 yesterday: 0.35 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2309346 (up from 2299235 yesterday: 0.44 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 11239246

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.18



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 26917787 104015 0.39 3133768 462169 2614 0.57 1.72
India 10826363 12059 0.11 268378 154996 78 0.05 1.43
Brazil 9447165 0 0.00 992106 230034 0 0.00 2.43
United Kingdom 3941273 18363 0.47 574203 112305 828 0.74 2.85
Russia 3907653 16379 0.42 400452 75010 490 0.66 1.92
France 3376266 20588 0.61 444580 78940 191 0.24 2.34
Spain 2941990 0 0.00 689826 61386 0 0.00 2.09
Italy 2625098 13439 0.51 256365 91003 385 0.42 3.47
Turkey 2524786 7897 0.31 144121 26685 108 0.41 1.06
Germany 2285003 8632 0.38 246358 61551 227 0.37 2.69
Colombia 2151207 8547 0.40 260173 55693 290 0.52 2.59
Argentina 1976689 6680 0.34 184710 49110 125 0.26 2.48
Mexico 1926080 13209 0.69 295822 165786 1496 0.91 8.61
Poland 1545530 5966 0.39 115918 38994 282 0.73 2.52
South Africa 1473700 3184 0.22 148041 46180 278 0.61 3.13
Iran 1459370 6990 0.48 134975 58412 76 0.13 4.00
Ukraine 1285059 4558 0.36 92945 24735 136 0.55 1.92
Peru 1173045 7993 0.69 117022 41933 180 0.43 3.57
Indonesia 1147010 12156 1.07 250368 31393 191 0.61 2.74
Czechia 1030112 8635 0.85 146206 17129 153 0.90 1.66
Netherlands 1015757 4121 0.41 96045 14468 61 0.42 1.42
Canada 805794 3264 0.41 98897 20700 93 0.45 2.57
Portugal 761906 6132 0.81 222490 13954 214 1.56 1.83
Chile 748082 4063 0.55 82589 18895 87 0.46 2.53
Romania 743343 2611 0.35 51855 18809 61 0.33 2.53
Belgium 723870 2438 0.34 46661 21352 57 0.27 2.95
Israel 685583 4727 0.69 142084 5071 51 1.02 0.74
Iraq 627416 1660 0.27 19829 13111 8 0.06 2.09
Sweden 588062 0 0.00 64576 12115 0 0.00 2.06
Pakistan 554474 1346 0.24 35183 11967 53 0.44 2.16
Bangladesh 537770 305 0.06 10707 8190 8 0.10 1.52
Philippines 535521 1934 0.36 36830 11110 52 0.47 2.07
Switzerland 531873 0 0.00 36645 9606 22 0.23 1.81
Morocco 474966 587 0.12 16101 8381 13 0.16 1.76
Austria 422522 1333 0.32 30011 7994 21 0.26 1.89
Serbia 406352 1684 0.42 35136 4112 13 0.32 1.01
Japan 404128 2270 0.56 79186 6373 95 1.51 1.58
Hungary 375125 1561 0.42 24538 13026 96 0.74 3.47
Saudi Arabia 369961 386 0.10 5208 6397 4 0.06 1.73
Jordan 333855 865 0.26 20298 4369 7 0.16 1.31
Panama 326464 977 0.30 30195 5455 29 0.53 1.67
United Arab Emirates 323402 3276 1.02 73594 914 12 1.33 0.28
Lebanon 317836 2496 0.79 68678 3562 67 1.92 1.12
Nepal 271806 99 0.04 4750 2035 0 0.00 0.75
Slovakia 261774 2241 0.86 39022 5135 85 1.68 1.96
Georgia 261620 602 0.23 14595 3269 11 0.34 1.25
Ecuador 257115 1703 0.67 26307 15004 22 0.15 5.84
Belarus 256959 1787 0.70 33422 1773 9 0.51 0.69
Kazakhstan 243404 2421 1.00 28477 3119 0 0.00 1.28
Malaysia 238721 3847 1.64 83626 857 12 1.42 0.36
Croatia 235126 424 0.18 10551 5144 22 0.43 2.19
Azerbaijan 231022 115 0.05 4071 3156 3 0.10 1.37
Bolivia 227128 1218 0.54 41448 10753 66 0.62 4.73
Bulgaria 223552 493 0.22 11816 9311 9 0.10 4.17
Dominican Republic 222148 1722 0.78 30809 2801 28 1.01 1.26
Tunisia 216176 1064 0.49 38945 7162 63 0.89 3.31
Ireland 202548 785 0.39 32768 3674 53 1.46 1.81
Denmark 201871 413 0.21 12993 2216 14 0.64 1.10
Costa Rica 196438 0 0.00 12251 2672 0 0.00 1.36
Lithuania 186278 677 0.36 17084 2927 19 0.65 1.57
Slovenia 173201 902 0.52 24645 3612 17 0.47 2.09
Kuwait 170036 846 0.50 12637 964 0 0.00 0.57
Egypt 169106 509 0.30 13599 9604 44 0.46 5.68
Armenia 167937 211 0.13 3702 3114 5 0.16 1.85
Moldova 164243 843 0.52 11603 3530 15 0.43 2.15
Greece 163213 1106 0.68 14843 5951 29 0.49 3.65
Guatemala 162937 642 0.40 14339 5854 38 0.65 3.59
West Bank and Gaza 162029 470 0.29 10460 1870 3 0.16 1.15
Honduras 153905 652 0.43 20398 3710 16 0.43 2.41
Qatar 153690 394 0.26 6601 250 0 0.00 0.16
Ethiopia 141453 570 0.40 10681 2145 9 0.42 1.52
Burma 141304 0 0.00 7435 3168 0 0.00 2.24
Nigeria 139242 1588 1.15 30299 1647 6 0.37 1.18
Paraguay 137603 713 0.52 15955 2807 16 0.57 2.04
Oman 135041 0 0.00 3777 1532 0 0.00 1.13
Venezuela 129643 412 0.32 10337 1228 5 0.41 0.95
Bosnia and Herzegovina 123434 0 0.00 6423 4775 0 0.00 3.87
Libya 122894 0 0.00 14877 1936 0 0.00 1.58
Algeria 108629 0 0.00 5018 2909 0 0.00 2.68
Bahrain 106713 515 0.48 9445 379 2 0.53 0.36
Kenya 101690 156 0.15 2608 1776 0 0.00 1.75
China 100348 30 0.03 2573 4822 0 0.00 4.81

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3408241 8496 0.25 425092 43991 301 0.69 1.29 86257.89 1113.35 1 in 12
Texas 2486505 8502 0.34 373843 39182 289 0.74 1.58 85753.73 1351.30 1 in 12
Florida 1771359 7486 0.42 211173 27599 142 0.52 1.56 82474.19 1285.01 1 in 12
New York 1470301 11492 0.79 241434 44664 198 0.45 3.04 75580.04 2295.93 1 in 13
Illinois 1144281 3062 0.27 79614 21676 73 0.34 1.89 90301.23 1710.57 1 in 11
Georgia 937402 4490 0.48 127739 15090 232 1.56 1.61 88289.03 1421.25 1 in 11
Ohio 918079 3549 0.39 96572 11652 81 0.70 1.27 78541.46 996.83 1 in 13
Pennsylvania 869222 3774 0.44 103733 22353 145 0.65 2.57 67897.42 1746.06 1 in 15
North Carolina 791521 4172 0.53 123695 9926 85 0.86 1.25 75468.60 946.41 1 in 13
Arizona 779093 3471 0.45 112192 14011 63 0.45 1.80 102311.75 1839.95 1 in 10
Tennessee 742213 3182 0.43 61366 10463 58 0.56 1.41 108619.07 1531.21 1 in 9
New Jersey 717835 4511 0.63 95746 21964 78 0.36 3.06 80817.34 2472.81 1 in 12
Indiana 637987 2816 0.44 50938 11752 66 0.56 1.84 94766.23 1745.64 1 in 11
Michigan 620685 1186 0.19 38900 15854 104 0.66 2.55 62150.18 1587.49 1 in 16
Wisconsin 600016 1114 0.19 33741 6611 36 0.55 1.10 103052.43 1135.44 1 in 10
Massachusetts 540827 3619 0.67 75101 14921 62 0.42 2.76 77822.40 2147.06 1 in 13
Virginia 526176 4709 0.90 96785 6773 41 0.61 1.29 61645.46 793.51 1 in 16
Missouri 481183 1097 0.23 31364 7444 19 0.26 1.55 78401.41 1212.89 1 in 13
Alabama 471311 1992 0.42 50630 8513 64 0.76 1.81 96123.44 1736.22 1 in 10
Minnesota 467217 993 0.21 22170 6357 16 0.25 1.36 82845.30 1127.20 1 in 12
South Carolina 462981 3007 0.65 80559 7611 58 0.77 1.64 89921.68 1478.23 1 in 11
Louisiana 409861 0 0.00 45008 9076 0 0.00 2.21 88165.02 1952.33 1 in 11
Colorado 404256 1502 0.37 30773 5722 17 0.30 1.42 70198.74 993.62 1 in 14
Oklahoma 401780 2053 0.51 50115 3761 51 1.37 0.94 101537.26 950.47 1 in 10
Kentucky 376253 1994 0.53 51929 4020 49 1.23 1.07 84216.77 899.80 1 in 12
Maryland 362084 1500 0.42 38053 7329 42 0.58 2.02 59891.36 1212.27 1 in 17
Utah 353700 1211 0.34 31448 1733 5 0.29 0.49 110325.84 540.56 1 in 9
Iowa 324306 509 0.16 19558 5108 41 0.81 1.58 102788.84 1618.98 1 in 10
Washington 320146 775 0.24 34176 4449 0 0.00 1.39 42042.09 584.25 1 in 24
Arkansas 306064 1341 0.44 35886 5061 11 0.22 1.65 101418.74 1677.04 1 in 10
Kansas 283926 0 0.00 25572 4075 0 0.00 1.44 97458.08 1398.75 1 in 10
Nevada 283391 898 0.32 23301 4496 33 0.74 1.59 92005.40 1459.67 1 in 11
Mississippi 280778 1036 0.37 29909 6266 44 0.71 2.23 94342.72 2105.41 1 in 11
Connecticut 259372 0 0.00 35950 7214 0 0.00 2.78 72749.26 2023.40 1 in 14
Nebraska 193421 352 0.18 12511 1968 10 0.51 1.02 99989.76 1017.37 1 in 10
New Mexico 177214 421 0.24 14321 3386 8 0.24 1.91 84515.24 1614.82 1 in 12
Idaho 165209 240 0.15 9933 1767 9 0.51 1.07 92189.18 986.01 1 in 11
Oregon 146741 604 0.41 14329 2020 18 0.90 1.38 34791.41 478.93 1 in 29
West Virginia 124190 549 0.44 16066 2119 19 0.90 1.71 69490.65 1185.69 1 in 14
Rhode Island 117891 0 0.00 13448 2212 0 0.00 1.88 111285.01 2088.05 1 in 9
South Dakota 109132 188 0.17 3854 1804 6 0.33 1.65 123360.53 2039.20 1 in 8
North Dakota 98106 11 0.01 2392 1453 2 0.14 1.48 128737.56 1906.67 1 in 8
Montana 95717 259 0.27 6661 1312 5 0.38 1.37 89557.42 1227.57 1 in 11
Puerto Rico 95355 291 0.31 8832 1872 5 0.27 1.96 29857.27 586.16 1 in 33
Delaware 79832 286 0.36 10460 1202 11 0.92 1.51 81982.90 1234.39 1 in 12
New Hampshire 68061 466 0.69 12116 1098 7 0.64 1.61 50055.49 807.52 1 in 20
Alaska 55259 0 0.00 3606 279 0 0.00 0.50 75537.39 381.38 1 in 13
Wyoming 52618 42 0.08 3550 624 0 0.00 1.19 90915.22 1078.17 1 in 11
Maine 41065 266 0.65 7846 634 2 0.32 1.54 30549.50 471.65 1 in 33
District of Columbia 37877 243 0.65 4340 947 7 0.74 2.50 53669.22 1341.84 1 in 19
Hawaii 26611 104 0.39 2137 415 0 0.00 1.56 18794.78 293.11 1 in 53
Vermont 12766 154 1.22 2851 182 1 0.55 1.43 20458.69 291.67 1 in 49

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 43719155 3408241 7.80 5916900 425092 7.18 1106471.7
2 Texas 18034823 2486505 13.79 2450569 373843 15.26 621978.8
3 Florida 19759916 1771359 8.96 2213199 211173 9.54 920018.5
4 New York 33247575 1470301 4.42 4514584 241434 5.35 1709074.0
5 Illinois 16555035 1144281 6.91 1887887 79614 4.22 1306444.8
6 Georgia 6628577 937402 14.14 740877 127739 17.24 624311.3
7 Ohio 9311397 918079 9.86 880157 96572 10.97 796588.0
8 Pennsylvania 9459462 869222 9.19 5242454 103733 1.98 738905.7
9 North Carolina 9296781 791521 8.51 1282723 123695 9.64 886413.7
10 Arizona 3530097 779093 22.07 336920 112192 33.30 463578.0
11 Tennessee 6562382 742213 11.31 465231 61366 13.19 960371.0
12 New Jersey 9716746 717835 7.39 1033945 95746 9.26 1093958.4
13 Indiana 7237304 637987 8.82 851110 50938 5.98 1075025.0
14 Michigan 9609921 620685 6.46 802307 38900 4.85 962256.8
15 Wisconsin 6334264 600016 9.47 561997 33741 6.00 1087906.5
16 Massachusetts 14212421 540827 3.81 1952935 75101 3.85 2045098.9
17 Virginia 5410417 526176 9.73 645604 96785 14.99 633870.9
18 Missouri 4237855 481183 11.35 317110 31364 9.89 690493.6
19 Alabama 2182021 471311 21.60 160898 50630 31.47 445021.1
20 Minnesota 6391756 467217 7.31 555649 22170 3.99 1133364.0
21 South Carolina 4426262 462981 10.46 762950 80559 10.56 859683.0
22 Louisiana 5139629 409861 7.97 546201 45008 8.24 1105583.3
23 Colorado 5628286 404256 7.18 654545 30773 4.70 977347.5
24 Oklahoma 3291315 401780 12.21 338650 50115 14.80 831776.4
25 Kentucky 3676301 376253 10.23 275560 51929 18.84 822867.1
26 Maryland 7188638 362084 5.04 780315 38053 4.88 1189053.7
27 Utah 2668996 353700 13.25 220122 31448 14.29 832511.2
28 Iowa 1266063 324306 25.62 51334 19558 38.10 401278.9
29 Washington 4694650 320146 6.82 514817 34176 6.64 616509.0
30 Arkansas 2520485 306064 12.14 259280 35886 13.84 835199.2
31 Kansas 1197053 283926 23.72 96688 25572 26.45 410890.5
32 Nevada 2542294 283391 11.15 224434 23301 10.38 825378.3
33 Mississippi 1608408 280778 17.46 134613 29909 22.22 540432.6
34 Connecticut 5959472 259372 4.35 1078536 35950 3.33 1671526.6
35 Nebraska 2171505 193421 8.91 262813 12511 4.76 1122568.2
36 New Mexico 2418457 177214 7.33 277852 14321 5.15 1153387.8
37 Idaho 612081 165209 26.99 37793 9933 26.28 341550.7
38 Oregon 3271481 146741 4.49 351915 14329 4.07 775648.4
39 West Virginia 2007725 124190 6.19 247744 16066 6.48 1123424.6
40 Rhode Island 2611257 117891 4.51 368962 13448 3.64 2464935.9
41 South Dakota 406954 109132 26.82 16434 3854 23.45 460012.3
42 North Dakota 1361923 98106 7.20 60496 2392 3.95 1787155.1
43 Montana 989166 95717 9.68 114223 6661 5.83 925511.2
45 Delaware 1260655 79832 6.33 152524 10460 6.86 1294620.7
46 New Hampshire 1307603 68061 5.21 169054 12116 7.17 961677.2
47 Alaska 1536911 55259 3.60 138262 3606 2.61 2100911.1
48 Wyoming 683414 52618 7.70 133609 3550 2.66 1180826.6
49 Maine 1438225 41065 2.86 199240 7846 3.94 1069939.1
50 District of Columbia 1129442 37877 3.35 128950 4340 3.37 1600345.2
51 Hawaii 997323 26611 2.67 92001 2137 2.32 704387.8
52 Vermont 917191 12766 1.39 120287 2851 2.37 1469883.3

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5852056 547970 1923 0.35 9.36 3540 354 48309 27395 5.00
Veneto 4348682 316340 831 0.26 7.27 1123 158 27217 9253 2.93
Campania 2525894 230392 1546 0.68 9.12 1499 108 64240 3888 1.69
Piemonte 2178038 227655 717 0.32 10.45 2007 140 12182 8994 3.95
Emilia-Romagna 3247836 225545 1383 0.62 6.94 1956 183 42648 9812 4.35
Lazio 3498179 211500 1014 0.48 6.05 2273 270 56443 5239 2.48
Sicilia 1936886 140980 836 0.60 7.28 1228 177 39266 3657 2.59
Toscana 2327331 137950 708 0.52 5.93 643 109 10265 4296 3.11
Puglia 1366157 128325 926 0.73 9.39 1427 157 51075 3391 2.64
Liguria 898257 71385 276 0.39 7.95 609 61 4594 3445 4.83
Friuli Venezia Giulia 1191476 69827 413 0.59 5.86 533 63 10872 2547 3.65
Marche 718208 57747 436 0.76 8.04 531 75 7625 2033 3.52
Abruzzo 736955 44972 509 1.14 6.10 461 49 10552 1502 3.34
P.A. Bolzano 543822 44011 802 1.86 8.09 242 34 4992 897 2.04
Sardegna 599083 39373 125 0.32 6.57 394 31 14648 1016 2.58
Umbria 671839 38102 351 0.93 5.67 388 70 6582 831 2.18
Calabria 534256 34064 197 0.58 6.38 249 27 8142 617 1.81
P.A. Trento 546110 28733 278 0.98 5.26 131 28 2624 1160 4.04
Basilicata 220528 13609 85 0.63 6.17 84 1 3277 337 2.48
Molise 142685 8776 78 0.90 6.15 66 12 1313 285 3.25
Valle d’Aosta 71659 7842 8 0.10 10.94 24 3 168 408 5.20

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 281439 1351 0.48 6480 45 0.70 2.30 19130.12 440.46 1 in 52
Quebec 268977 1204 0.45 9999 26 0.26 3.72 31504.72 1171.16 1 in 32
Alberta 126416 348 0.28 1705 12 0.71 1.35 28645.32 386.35 1 in 35
British Columbia 69716 0 0.00 1246 0 0.00 1.79 13640.61 243.79 1 in 73
Manitoba 30158 80 0.27 842 4 0.48 2.79 21893.01 611.24 1 in 46
Saskatchewan 25209 263 1.05 336 4 1.20 1.33 21333.44 284.34 1 in 47
Nova Scotia 1584 0 0.00 65 0 0.00 4.10 1620.53 66.50 1 in 617
New Brunswick 1337 12 0.91 20 2 11.11 1.50 1714.12 25.64 1 in 583
Newfoundland and Labrador 415 3 0.73 4 0 0.00 0.96 795.99 7.67 1 in 1256
Nunavut 299 3 1.01 1 0 0.00 0.33 NA NA 1 in NA
Prince Edward Island 112 0 0.00 0 0 NaN 0.00 708.15 0.00 1 in 1412
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 36 0 0.00 0 0 NaN 0.00 801.71 0.00 1 in 1247
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 82267.08 1412.50 1 in 12
India 8085.41 115.76 1 in 124
Brazil 45136.96 1099.06 1 in 22
United Kingdom 59320.79 1690.32 1 in 17
Russia 27042.58 519.10 1 in 37
France 50399.55 1178.38 1 in 20
Spain 63051.65 1315.60 1 in 16
Italy 43404.40 1504.68 1 in 23
Turkey 31243.48 330.22 1 in 32
Germany 27599.99 743.46 1 in 36
Colombia 43839.56 1134.97 1 in 23
Argentina 44650.76 1109.33 1 in 22
Mexico 14907.74 1283.17 1 in 67
Poland 40693.26 1026.70 1 in 25
South Africa 25982.02 814.17 1 in 38
Iran 17981.39 719.71 1 in 56
Ukraine NA NA 1 in NA
Peru 36463.94 1303.48 1 in 27
Indonesia 4344.73 118.91 1 in 230
Czechia 96724.13 1608.36 1 in 10

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1143591 17959 1.57
Maricopa Arizona 486059 7935 1.63
Cook Illinois 459740 8996 1.96
Miami-Dade Florida 382186 4979 1.30
Harris Texas 327079 4488 1.37
Riverside California 280170 3320 1.18
San Bernardino California 277949 2125 0.76
Dallas Texas 266335 3007 1.13
Orange California 251079 3312 1.32
San Diego California 245334 2812 1.15
Tarrant Texas 226793 2387 1.05
Clark Nevada 218178 3453 1.58
Queens New York 184803 8284 4.48
Kings New York 182427 8537 4.68
Bexar Texas 181011 2509 1.39
Broward Florida 178116 2162 1.21
Suffolk New York 148164 2863 1.93
Nassau New York 133357 2739 2.05
Salt Lake Utah 132547 707 0.53
Bronx New York 124374 5499 4.42
El Paso Texas 116263 2181 1.88
Philadelphia Pennsylvania 111750 2945 2.64
Palm Beach Florida 110639 2249 2.03
Franklin Ohio 106893 713 0.67
Orange Florida 106119 1001 0.94
Middlesex Massachusetts 104730 3202 3.06
Santa Clara California 104609 1528 1.46
Milwaukee Wisconsin 104592 1215 1.16
Pima Arizona 104497 1903 1.82
Hillsborough Florida 103297 1350 1.31
Wayne Michigan 98130 4041 4.12
Westchester New York 97223 1966 2.02
Hennepin Minnesota 97000 1548 1.60
Kern California 96862 659 0.68
Cuyahoga Ohio 90900 1224 1.35
Fresno California 90513 1224 1.35
Mecklenburg North Carolina 89511 788 0.88
New York New York 89213 3650 4.09
Sacramento California 87992 1302 1.48
Marion Indiana 87779 1566 1.78
Gwinnett Georgia 86079 819 0.95
Utah Utah 86009 294 0.34
St. Louis Missouri 85062 1773 2.08
Duval Florida 83875 954 1.14
Shelby Tennessee 82577 1356 1.64
King Washington 79699 1277 1.60
Fulton Georgia 79522 1005 1.26
Essex Massachusetts 79118 2015 2.55
Oklahoma Oklahoma 76932 611 0.79
Providence Rhode Island 76727 1632 2.13
Collin Texas 76446 625 0.82
Davidson Tennessee 76235 788 1.03
Alameda California 75737 1037 1.37
Fairfield Connecticut 74404 1947 2.62
DuPage Illinois 73602 1128 1.53
Suffolk Massachusetts 73393 1592 2.17
Ventura California 72953 664 0.91
Oakland Michigan 71810 1925 2.68
Travis Texas 71623 766 1.07
Allegheny Pennsylvania 71083 1586 2.23
Bergen New Jersey 69523 2507 3.61
Prince George’s Maryland 69343 1253 1.81
Hamilton Ohio 69226 474 0.68
Wake North Carolina 68460 496 0.72
Jefferson Alabama 68322 1236 1.81
Jefferson Kentucky 68306 727 1.06
Hidalgo Texas 67570 2489 3.68
Essex New Jersey 66849 2567 3.84
Tulsa Oklahoma 66585 618 0.93
Middlesex New Jersey 66087 1978 2.99
Hartford Connecticut 65496 2178 3.33
New Haven Connecticut 65488 1820 2.78
Cobb Georgia 64749 782 1.21
San Joaquin California 63619 893 1.40
Hudson New Jersey 62928 1893 3.01
Will Illinois 62303 860 1.38
Douglas Nebraska 61959 589 0.95
Fairfax Virginia 61425 807 1.31
Pinellas Florida 61344 1331 2.17
Worcester Massachusetts 61181 1884 3.08
Montgomery Maryland 60235 1338 2.22
Erie New York 59339 1495 2.52
Contra Costa California 58839 559 0.95
Greenville South Carolina 58397 759 1.30
Lake Illinois 57032 889 1.56
Macomb Michigan 56708 1904 3.36
Denton Texas 56629 550 0.97
Denver Colorado 56574 742 1.31
Lee Florida 54020 829 1.53
Fort Bend Texas 52824 504 0.95
DeKalb Georgia 52801 700 1.33
Passaic New Jersey 52644 1618 3.07
Stanislaus California 52562 861 1.64
Union New Jersey 52393 1695 3.24
Polk Florida 52275 1008 1.93
Bristol Massachusetts 52258 1378 2.64
Ocean New Jersey 52187 1715 3.29
Sedgwick Kansas 51518 580 1.13
Richmond New York 51139 1479 2.89
Johnson Kansas 50922 682 1.34

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc